New preprint: compensatory mutations are associated with increased growth in resistant samples of M. tuberculosis. Philip Fowler, 22nd June 20238th December 2023 In this preprint, Viki Brunner shows how, using the large CRyPTIC dataset, she can recapitulate the result that susceptible M. tuberculosis samples grow faster than samples that are resistant to rifampicin (and do not have any mutation that could compensate for that effect). Using the Fisher’s exact test, she is able to confidently identify 51 putative compensatory mutations, having corrected for linkage disequilibrium, partly by insisting each mutation is homoplastic. Twelve of these hits have not previously been described. There is then a very interesting story about how it appears at first glance that RIF-resistant samples with compensatory mutations grow better not just than those without, but also better than susceptible samples. When you break this down by lineage, it appears confounded with Lineage 2 and also with some clades in our dataset. Our data suggest there is something interesting here, but more detailed experimental work will likely be needed to disentangle exactly what is going on. Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Related antimicrobial resistance group publication research tuberculosis
New preprint: a deep learning model that can read 96-well broth micro dilution plates 23rd February 202523rd February 2025 The CRyPTIC project used bespoke 96-well broth microdilution plates to measure the minimum inhibitory concentrations… Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Read More
New preprint: validating antibiotic resistance prediction in our Myco pipeline 9th November 202413th January 2025 Over the last 18 months or so we’ve been designing, coding and testing a Mycobacterial… Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Read More
computing New Publication: Predicting affinities for peptide transporters 29th January 201629th September 2018 PepT1 is a nutrient transporter found in the cells that line your small intestine. It… Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Read More